In [1]:
#from classes.parameter import Parameter, NormalP, TruncNormalP, LognormalP, UniformP
In [2]:
#from classes.case import Case
In [3]:
#from classes.objfunction import ObjFunction, Np, Wp
In [4]:
#from classes.study import Study
In [5]:
#from classes.model import Model, Simulator
In [6]:
#from classes.scheduler import Scheduler
In [7]:
#from classes.analysis import Analysis
In [1]:
from classes.iua import IUA
In [9]:
ua01 = IUA()
ua01.initUA()

=================================
Uncertainty Analysis Assistant
           v1.0
=================================
Nov 27, 2021 - 16:16:59


Select an option:
1: Create a study
2: Run study
3: Analyse data
otherwise: Exit
1
=> Selected : Create a study

===============
 Study Creator
===============

Enter study path: E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects
Enter study name: UA_INJ
Enter sample size: 100

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
1
1
Add Case (Name):base
Case Template File:E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\reservoir\model.dat
Case "base" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
1
1
Add Case (Name):inj
Case Template File:E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\reservoir\model_inj.dat
Case "inj" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
7
7
Path =  E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects
Study Name =  UA_INJ
Sample size =  100
Cases = ['base', 'inj']
Parameters = []
Objective Functions = []

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
2
2
Parameter Distribuition:
1: Uniform
2: Normal
3: Truncated Normal
4: Lognormal
otherwise: Return
3
Parameter Name:swi
mean = 0.2
std = 0.05
min = 0.1
max = 0.3
Parameter "swi" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
2
2
Parameter Distribuition:
1: Uniform
2: Normal
3: Truncated Normal
4: Lognormal
otherwise: Return
3
Parameter Name:sor
mean = 0.2
std = 0.05
min = 0.1
max = 0.3
Parameter "sor" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
2
2
Parameter Distribuition:
1: Uniform
2: Normal
3: Truncated Normal
4: Lognormal
otherwise: Return
1
Parameter Name:krwmax
min = 0.4
max = 0.6
Parameter "krwmax" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
7
7
Path =  E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects
Study Name =  UA_INJ
Sample size =  100
Cases = ['base', 'inj']
Parameters = ['swi', 'sor', 'krwmax']
Objective Functions = []

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
3
3
OF Type:
1: Cumulative Oil
2: Cumulative Water
otherwise: Return
1
Add OF (Name):np
Initial Time:0
End Time:3720
Delta? (0 = False )1
True
Objective Function "np" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
3
3
OF Type:
1: Cumulative Oil
2: Cumulative Water
otherwise: Return
2
Add OF (Name):wp
Initial Time:0
End Time:3720
Delta? (0 = False )1
True
Objective Function "wp" sucessfully added.

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
7
7
Path =  E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects
Study Name =  UA_INJ
Sample size =  100
Cases = ['base', 'inj']
Parameters = ['swi', 'sor', 'krwmax']
Objective Functions = ['np', 'wp']

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
8
8
Study Saved!!!

============
Select an option:
0: Sample Size
1: Add Case
2: Add Parameter
3: Add Objective Function
4: Remove Case
5: Remove Parameter
6: Remove Objective Function
7: List Study
8: Save
99: EXIT
99
99
Ending Program...
Done.
In [11]:
ua01 = IUA()
ua01.initUA()

=================================
Uncertainty Analysis Assistant
           v1.0
=================================
Nov 27, 2021 - 16:29:34


Select an option:
1: Create a study
2: Run study
3: Analyse data
otherwise: Exit
2
=> Selected : Run study

===============
  Scheduler
===============

Enter study path: E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\UA_INJ
Study is ready.
Model UA_INJ_base_00001.dat: Simulation done.
Model UA_INJ_inj_00001.dat: Simulation done.
Model UA_INJ_base_00002.dat: Simulation done.
Model UA_INJ_inj_00002.dat: Simulation done.
Model UA_INJ_base_00003.dat: Simulation done.
Model UA_INJ_inj_00003.dat: Simulation done.
Model UA_INJ_base_00004.dat: Simulation done.
Model UA_INJ_inj_00004.dat: Simulation done.
Model UA_INJ_base_00005.dat: Simulation done.
Model UA_INJ_inj_00005.dat: Simulation done.
Model UA_INJ_base_00006.dat: Simulation done.
Model UA_INJ_inj_00006.dat: Simulation done.
Model UA_INJ_base_00007.dat: Simulation done.
Model UA_INJ_inj_00007.dat: Simulation done.
Model UA_INJ_base_00008.dat: Simulation done.
Model UA_INJ_inj_00008.dat: Simulation done.
Model UA_INJ_base_00009.dat: Simulation done.
Model UA_INJ_inj_00009.dat: Simulation done.
Model UA_INJ_base_00010.dat: Simulation done.
Model UA_INJ_inj_00010.dat: Simulation done.
Model UA_INJ_base_00011.dat: Simulation done.
Model UA_INJ_inj_00011.dat: Simulation done.
Model UA_INJ_base_00012.dat: Simulation done.
Model UA_INJ_inj_00012.dat: Simulation done.
Model UA_INJ_base_00013.dat: Simulation done.
Model UA_INJ_inj_00013.dat: Simulation done.
Model UA_INJ_base_00014.dat: Simulation done.
Model UA_INJ_inj_00014.dat: Simulation done.
Model UA_INJ_base_00015.dat: Simulation done.
Model UA_INJ_inj_00015.dat: Simulation done.
Model UA_INJ_base_00016.dat: Simulation done.
Model UA_INJ_inj_00016.dat: Simulation done.
Model UA_INJ_base_00017.dat: Simulation done.
Model UA_INJ_inj_00017.dat: Simulation done.
Model UA_INJ_base_00018.dat: Simulation done.
Model UA_INJ_inj_00018.dat: Simulation done.
Model UA_INJ_base_00019.dat: Simulation done.
Model UA_INJ_inj_00019.dat: Simulation done.
Model UA_INJ_base_00020.dat: Simulation done.
Model UA_INJ_inj_00020.dat: Simulation done.
Model UA_INJ_base_00021.dat: Simulation done.
Model UA_INJ_inj_00021.dat: Simulation done.
Model UA_INJ_base_00022.dat: Simulation done.
Model UA_INJ_inj_00022.dat: Simulation done.
Model UA_INJ_base_00023.dat: Simulation done.
Model UA_INJ_inj_00023.dat: Simulation done.
Model UA_INJ_base_00024.dat: Simulation done.
Model UA_INJ_inj_00024.dat: Simulation done.
Model UA_INJ_base_00025.dat: Simulation done.
Model UA_INJ_inj_00025.dat: Simulation done.
Model UA_INJ_base_00026.dat: Simulation done.
Model UA_INJ_inj_00026.dat: Simulation done.
Model UA_INJ_base_00027.dat: Simulation done.
Model UA_INJ_inj_00027.dat: Simulation done.
Model UA_INJ_base_00028.dat: Simulation done.
Model UA_INJ_inj_00028.dat: Simulation done.
Model UA_INJ_base_00029.dat: Simulation done.
Model UA_INJ_inj_00029.dat: Simulation done.
Model UA_INJ_base_00030.dat: Simulation done.
Model UA_INJ_inj_00030.dat: Simulation done.
Model UA_INJ_base_00031.dat: Simulation done.
Model UA_INJ_inj_00031.dat: Simulation done.
Model UA_INJ_base_00032.dat: Simulation done.
Model UA_INJ_inj_00032.dat: Simulation done.
Model UA_INJ_base_00033.dat: Simulation done.
Model UA_INJ_inj_00033.dat: Simulation done.
Model UA_INJ_base_00034.dat: Simulation done.
Model UA_INJ_inj_00034.dat: Simulation done.
Model UA_INJ_base_00035.dat: Simulation done.
Model UA_INJ_inj_00035.dat: Simulation done.
Model UA_INJ_base_00036.dat: Simulation done.
Model UA_INJ_inj_00036.dat: Simulation done.
Model UA_INJ_base_00037.dat: Simulation done.
Model UA_INJ_inj_00037.dat: Simulation done.
Model UA_INJ_base_00038.dat: Simulation done.
Model UA_INJ_inj_00038.dat: Simulation done.
Model UA_INJ_base_00039.dat: Simulation done.
Model UA_INJ_inj_00039.dat: Simulation done.
Model UA_INJ_base_00040.dat: Simulation done.
Model UA_INJ_inj_00040.dat: Simulation done.
Model UA_INJ_base_00041.dat: Simulation done.
Model UA_INJ_inj_00041.dat: Simulation done.
Model UA_INJ_base_00042.dat: Simulation done.
Model UA_INJ_inj_00042.dat: Simulation done.
Model UA_INJ_base_00043.dat: Simulation done.
Model UA_INJ_inj_00043.dat: Simulation done.
Model UA_INJ_base_00044.dat: Simulation done.
Model UA_INJ_inj_00044.dat: Simulation done.
Model UA_INJ_base_00045.dat: Simulation done.
Model UA_INJ_inj_00045.dat: Simulation done.
Model UA_INJ_base_00046.dat: Simulation done.
Model UA_INJ_inj_00046.dat: Simulation done.
Model UA_INJ_base_00047.dat: Simulation done.
Model UA_INJ_inj_00047.dat: Simulation done.
Model UA_INJ_base_00048.dat: Simulation done.
Model UA_INJ_inj_00048.dat: Simulation done.
Model UA_INJ_base_00049.dat: Simulation done.
Model UA_INJ_inj_00049.dat: Simulation done.
Model UA_INJ_base_00050.dat: Simulation done.
Model UA_INJ_inj_00050.dat: Simulation done.
Model UA_INJ_base_00051.dat: Simulation done.
Model UA_INJ_inj_00051.dat: Simulation done.
Model UA_INJ_base_00052.dat: Simulation done.
Model UA_INJ_inj_00052.dat: Simulation done.
Model UA_INJ_base_00053.dat: Simulation done.
Model UA_INJ_inj_00053.dat: Simulation done.
Model UA_INJ_base_00054.dat: Simulation done.
Model UA_INJ_inj_00054.dat: Simulation done.
Model UA_INJ_base_00055.dat: Simulation done.
Model UA_INJ_inj_00055.dat: Simulation done.
Model UA_INJ_base_00056.dat: Simulation done.
Model UA_INJ_inj_00056.dat: Simulation done.
Model UA_INJ_base_00057.dat: Simulation done.
Model UA_INJ_inj_00057.dat: Simulation done.
Model UA_INJ_base_00058.dat: Simulation done.
Model UA_INJ_inj_00058.dat: Simulation done.
Model UA_INJ_base_00059.dat: Simulation done.
Model UA_INJ_inj_00059.dat: Simulation done.
Model UA_INJ_base_00060.dat: Simulation done.
Model UA_INJ_inj_00060.dat: Simulation done.
Model UA_INJ_base_00061.dat: Simulation done.
Model UA_INJ_inj_00061.dat: Simulation done.
Model UA_INJ_base_00062.dat: Simulation done.
Model UA_INJ_inj_00062.dat: Simulation done.
Model UA_INJ_base_00063.dat: Simulation done.
Model UA_INJ_inj_00063.dat: Simulation done.
Model UA_INJ_base_00064.dat: Simulation done.
Model UA_INJ_inj_00064.dat: Simulation done.
Model UA_INJ_base_00065.dat: Simulation done.
Model UA_INJ_inj_00065.dat: Simulation done.
Model UA_INJ_base_00066.dat: Simulation done.
Model UA_INJ_inj_00066.dat: Simulation done.
Model UA_INJ_base_00067.dat: Simulation done.
Model UA_INJ_inj_00067.dat: Simulation done.
Model UA_INJ_base_00068.dat: Simulation done.
Model UA_INJ_inj_00068.dat: Simulation done.
Model UA_INJ_base_00069.dat: Simulation done.
Model UA_INJ_inj_00069.dat: Simulation done.
Model UA_INJ_base_00070.dat: Simulation done.
Model UA_INJ_inj_00070.dat: Simulation done.
Model UA_INJ_base_00071.dat: Simulation done.
Model UA_INJ_inj_00071.dat: Simulation done.
Model UA_INJ_base_00072.dat: Simulation done.
Model UA_INJ_inj_00072.dat: Simulation done.
Model UA_INJ_base_00073.dat: Simulation done.
Model UA_INJ_inj_00073.dat: Simulation done.
Model UA_INJ_base_00074.dat: Simulation done.
Model UA_INJ_inj_00074.dat: Simulation done.
Model UA_INJ_base_00075.dat: Simulation done.
Model UA_INJ_inj_00075.dat: Simulation done.
Model UA_INJ_base_00076.dat: Simulation done.
Model UA_INJ_inj_00076.dat: Simulation done.
Model UA_INJ_base_00077.dat: Simulation done.
Model UA_INJ_inj_00077.dat: Simulation done.
Model UA_INJ_base_00078.dat: Simulation done.
Model UA_INJ_inj_00078.dat: Simulation done.
Model UA_INJ_base_00079.dat: Simulation done.
Model UA_INJ_inj_00079.dat: Simulation done.
Model UA_INJ_base_00080.dat: Simulation done.
Model UA_INJ_inj_00080.dat: Simulation done.
Model UA_INJ_base_00081.dat: Simulation done.
Model UA_INJ_inj_00081.dat: Simulation done.
Model UA_INJ_base_00082.dat: Simulation done.
Model UA_INJ_inj_00082.dat: Simulation done.
Model UA_INJ_base_00083.dat: Simulation done.
Model UA_INJ_inj_00083.dat: Simulation done.
Model UA_INJ_base_00084.dat: Simulation done.
Model UA_INJ_inj_00084.dat: Simulation done.
Model UA_INJ_base_00085.dat: Simulation done.
Model UA_INJ_inj_00085.dat: Simulation done.
Model UA_INJ_base_00086.dat: Simulation done.
Model UA_INJ_inj_00086.dat: Simulation done.
Model UA_INJ_base_00087.dat: Simulation done.
Model UA_INJ_inj_00087.dat: Simulation done.
Model UA_INJ_base_00088.dat: Simulation done.
Model UA_INJ_inj_00088.dat: Simulation done.
Model UA_INJ_base_00089.dat: Simulation done.
Model UA_INJ_inj_00089.dat: Simulation done.
Model UA_INJ_base_00090.dat: Simulation done.
Model UA_INJ_inj_00090.dat: Simulation done.
Model UA_INJ_base_00091.dat: Simulation done.
Model UA_INJ_inj_00091.dat: Simulation done.
Model UA_INJ_base_00092.dat: Simulation done.
Model UA_INJ_inj_00092.dat: Simulation done.
Model UA_INJ_base_00093.dat: Simulation done.
Model UA_INJ_inj_00093.dat: Simulation done.
Model UA_INJ_base_00094.dat: Simulation done.
Model UA_INJ_inj_00094.dat: Simulation done.
Model UA_INJ_base_00095.dat: Simulation done.
Model UA_INJ_inj_00095.dat: Simulation done.
Model UA_INJ_base_00096.dat: Simulation done.
Model UA_INJ_inj_00096.dat: Simulation done.
Model UA_INJ_base_00097.dat: Simulation done.
Model UA_INJ_inj_00097.dat: Simulation done.
Model UA_INJ_base_00098.dat: Simulation done.
Model UA_INJ_inj_00098.dat: Simulation done.
Model UA_INJ_base_00099.dat: Simulation done.
Model UA_INJ_inj_00099.dat: Simulation done.
Model UA_INJ_base_00100.dat: Simulation done.
Model UA_INJ_inj_00100.dat: Simulation done.
Results saved!
In [1]:
from classes.iua import IUA
ua01 = IUA()
ua01.initUA()

=================================
Uncertainty Analysis Assistant
           v1.0
=================================
Nov 28, 2021 - 17:58:07


Select an option:
1: Create a study
2: Run study
3: Analyse data
otherwise: Exit
3
=> Selected : Analyse data

===============
  Analysis
===============

Enter study path: E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\UA_INJ
Select analysis:
1: Histogram
2: Crossplot
otherwhise: Exit
2
Select Parameter 1 (X-axis):
0: swi
1: sor
2: krwmax
1
Select Parameter 2 (Y-axis):
0: swi
1: sor
2: krwmax
2
Select Objective Function 1 (color):
0: np_base
1: np_inj
2: np_Delta
3: wp_base
4: wp_inj
5: wp_Delta
2
Select Objective Function 2 (size):
0: np_base
1: np_inj
2: np_Delta
3: wp_base
4: wp_inj
5: wp_Delta
5
In [1]:
from classes.iua import IUA
ua01 = IUA()
ua01.initUA()

=================================
Uncertainty Analysis Assistant
           v1.0
=================================
Nov 28, 2021 - 18:11:37


Select an option:
1: Create a study
2: Run study
3: Analyse data
otherwise: Exit
3
=> Selected : Analyse data

===============
  Analysis
===============

Enter study path: E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\UA_INJ
Select analysis:
1: Histogram
2: Crossplot
otherwhise: Exit
1
Select Objective Function:
0: np_base
1: np_inj
2: np_Delta
3: wp_base
4: wp_inj
5: wp_Delta
2
Bins = 20
In [10]:
#E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects
#E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\UA_INJ
#E:\Dropbox\CodeBunker\MESTRADO\S3_PFP\UAA\projects\reservoir\model.dat